---
title: Hugging Face
description: Usa la API de Inferencia de Hugging Face
---

import { BlockInfoCard } from "@/components/ui/block-info-card"

<BlockInfoCard 
  type="huggingface"
  color="#0B0F19"
  icon={true}
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      fill='none'
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{/* MANUAL-CONTENT-START:intro */}
[HuggingFace](https://huggingface.co/) es una plataforma líder de IA que proporciona acceso a miles de modelos de aprendizaje automático preentrenados y potentes capacidades de inferencia. Con su extenso centro de modelos y una API robusta, HuggingFace ofrece herramientas completas tanto para investigación como para aplicaciones de IA en producción.
Con HuggingFace, puedes:

Acceder a modelos preentrenados: Utiliza modelos para generación de texto, traducción, procesamiento de imágenes y más
Generar completados de IA: Crea contenido utilizando modelos de lenguaje de última generación a través de la API de Inferencia
Procesamiento de lenguaje natural: Procesa y analiza texto con modelos especializados de PLN
Implementar a escala: Aloja y sirve modelos para aplicaciones en producción
Personalizar modelos: Ajusta modelos existentes para casos de uso específicos

En Sim, la integración con HuggingFace permite a tus agentes generar completados programáticamente utilizando la API de Inferencia de HuggingFace. Esto permite potentes escenarios de automatización como generación de contenido, análisis de texto, completado de código y escritura creativa. Tus agentes pueden generar completados con indicaciones en lenguaje natural, acceder a modelos especializados para diferentes tareas e integrar contenido generado por IA en flujos de trabajo. Esta integración cierra la brecha entre tus flujos de trabajo de IA y las capacidades de aprendizaje automático, permitiendo una automatización fluida impulsada por IA con una de las plataformas de ML más completas del mundo.
{/* MANUAL-CONTENT-END */}

## Instrucciones de uso

Integra Hugging Face en el flujo de trabajo. Puede generar completados utilizando la API de Inferencia de Hugging Face. Requiere clave API.

## Herramientas

### `huggingface_chat`

Genera completados utilizando la API de Inferencia de Hugging Face

#### Entrada

| Parámetro | Tipo | Requerido | Descripción |
| --------- | ---- | -------- | ----------- |
| `systemPrompt` | string | No | Indicación del sistema para guiar el comportamiento del modelo |
| `content` | string | Sí | El contenido del mensaje del usuario para enviar al modelo |
| `provider` | string | Sí | El proveedor a utilizar para la solicitud de API \(p. ej., novita, cerebras, etc.\) |
| `model` | string | Sí | Modelo a utilizar para completados de chat \(p. ej., deepseek/deepseek-v3-0324\) |
| `maxTokens` | number | No | Número máximo de tokens a generar |
| `temperature` | number | No | Temperatura de muestreo \(0-2\). Valores más altos hacen que la salida sea más aleatoria |
| `apiKey` | string | Sí | Token de API de Hugging Face |

#### Salida

| Parámetro | Tipo | Descripción |
| --------- | ---- | ----------- |
| `success` | boolean | Estado de éxito de la operación |
| `output` | object | Resultados del completado del chat |

## Notas

- Categoría: `tools`
- Tipo: `huggingface`
